The prediction of asymptomatic carotid atherosclerosis with electronic health records: a comparative study of six machine learning models

BACKGROUND: Screening carotid B-mode ultrasonography is a frequently used method to detect subjects with carotid atherosclerosis (CAS). Due to the asymptomatic progression of most CAS patients, early identification is challenging for clinicians, and it may trigger ischemic stroke. Recently, machine...

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Detalles Bibliográficos
Autores principales: Fan, Jiaxin, Chen, Mengying, Luo, Jian, Yang, Shusen, Shi, Jinming, Yao, Qingling, Zhang, Xiaodong, Du, Shuang, Qu, Huiyang, Cheng, Yuxuan, Ma, Shuyin, Zhang, Meijuan, Xu, Xi, Wang, Qian, Zhan, Shuqin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8020544/
https://www.ncbi.nlm.nih.gov/pubmed/33820531
http://dx.doi.org/10.1186/s12911-021-01480-3

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